The document discusses the complexities and challenges of adopting a service mesh in application management, emphasizing the importance of understanding the data plane and its various implementations (like sidecar proxies and shared gateways). Key considerations for organizations include deployment size, application languages, and operational support. The document also highlights resources and upcoming developments in unified data plane APIs led by the CNCF working group.